exploitability-triage SKILL.md skillA
exploitability-triage from annatchijova/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add annatchijova/skills/exploitability-triage@git:20260825.8500180Pins git:20260825.8500180 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- annatchijova/skills
- Path
exploitability-triage/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260825.8500180, committed Aug 25, 2026
- Size
- 8,180 bytes
- Repository stars
- 9
- License
- a license file GitHub does not identify
Turn a scanner hit or a CVSS score into a real risk decision by proving, in this deployment, that the vulnerable code is reachable, reached by attacker-controlled input, and exploitable given the mitigations actually in place — because "could be exploited" is not "is exposed" and a version match is not a vulnerability. Use whenever a vulnerability needs prioritizing: "we have 4,000 criticals", "is this CVE exploitable here", "should we patch this now", "the scanner flagged…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Exploitability Triage A CVSS score is a property of a vulnerability in the abstract. Risk is a property of *your deployment*. The scanner that prints "CRITICAL 9.8" knows the first and nothing about the second: whether the vulnerable function is ever called, whether an attacker can steer input into it, whether the exploit's preconditions hold behind your config, your WAF, your auth. A queue of 4,000 criticals triaged by the number the tool printed is not triage — it is the tool's ignorance, re-sorted. The finding is not "we have CVE-X." The finding is "the vulnerable path is reachable, reached by attacker-controlled input, and its preconditions hold here" — or it is "we have CVE-X and it is not exposed, here is why." Both are results. The score alone is neither. Two symmetric errors this kills: - **Severity inflation.** Patching the unreachable 9.8 (a vulnerable function that no code path ever calls, in a dependency loaded but never exercised) while the 5.3 on the internet-facing authentication path goes to the back of the queue because the number was smaller. The attacker sorts by exposure; a defender who sorts by CVSS is optimizing a different problem. …
Read the whole file at its exact version.
How to install
mdr add annatchijova/skills/exploitability-triage@sha256:87c7efe3db0f29f5The line at the top of this page pins the label git:20260825.8500180, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_hbxofvsttyl5bosk)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 25, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (8180 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
annatchijova/skills · 9 stars · license a license file GitHub does not identify · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hbxofvsttyl5bosk GET https://markdownregistry.com/api/v1/resolve?ref=annatchijova/skills/exploitability-triage GET https://markdownregistry.com/api/v1/blob/87c7efe3db0f29f5704c4d1f03e68e98019acde387d79b3a921473c6f5db180f
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.